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The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods


Apr 07, 2021
Vivek Singh Bawa, Gurkirt Singh, Francis KapingA, Inna Skarga-Bandurova, Elettra Oleari, Alice Leporini, Carmela Landolfo, Pengfei Zhao, Xi Xiang, Gongning Luo, Kuanquan Wang, Liangzhi Li, Bowen Wang, Shang Zhao, Li Li, Armando Stabile, Francesco Setti, Riccardo Muradore, Fabio Cuzzolin


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ROAD: The ROad event Awareness Dataset for Autonomous Driving


Feb 25, 2021
Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Valentina Fontana, Reza Javanmard Alitappeh, Suman Saha, Kossar Jeddisaravi, Farzad Yousefi, Jacob Culley, Tom Nicholson, Jordan Omokeowa, Salman Khan, Stanislao Grazioso, Andrew Bradley, Giuseppe Di Gironimo, Fabio Cuzzolin

* 21 pages, dataset paper 

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Online Spatiotemporal Action Detection and Prediction via Causal Representations


Aug 31, 2020
Gurkirt Singh

* PhD thesis, Oxford Brookes University, Examiners: Dr. Andrea Vedaldi and Dr. Fridolin Wild, 172 pages 

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ESAD: Endoscopic Surgeon Action Detection Dataset


Jun 12, 2020
Vivek Singh Bawa, Gurkirt Singh, Francis KapingA, InnaSkarga-Bandurova, Alice Leporini, Carmela Landolfo, Armando Stabile, Francesco Setti, Riccardo Muradore, Elettra Oleari, Fabio Cuzzolin

* In context of SARAS ESAD Challeneg at MIDL 

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Two-Stream AMTnet for Action Detection


Apr 03, 2020
Suman Saha, Gurkirt Singh, Fabio Cuzzolin

* 8 pages 

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An End-to-End Baseline for Video Captioning


Apr 04, 2019
Silvio Olivastri, Gurkirt Singh, Fabio Cuzzolin

* 8-main-pages and 2-pages references 

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Recurrence to the Rescue: Towards Causal Spatiotemporal Representations


Nov 17, 2018
Gurkirt Singh, Fabio Cuzzolin

* 8-main-pages and 2-pages references 

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Predicting Action Tubes


Aug 23, 2018
Gurkirt Singh, Suman Saha, Fabio Cuzzolin

* ECCV workshop; Anticipating Human Behaviour 2018; 16 page 7 figures 

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TraMNet - Transition Matrix Network for Efficient Action Tube Proposals


Aug 01, 2018
Gurkirt Singh, Suman Saha, Fabio Cuzzolin

* 15 pages 

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Action Detection from a Robot-Car Perspective


Jul 30, 2018
Valentina Fontana, Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Suman Saha, Fabio Cuzzolin

* intial version, more to come - soon 

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Incremental Tube Construction for Human Action Detection


Jul 23, 2018
Harkirat Singh Behl, Michael Sapienza, Gurkirt Singh, Suman Saha, Fabio Cuzzolin, Philip H. S. Torr

* British Machine Vision Conference (BMVC) 2018 

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Online Real-time Multiple Spatiotemporal Action Localisation and Prediction


Aug 24, 2017
Gurkirt Singh, Suman Saha, Michael Sapienza, Philip Torr, Fabio Cuzzolin

* 10 pages 3 figures, ICCV 2017, Added link to new annotations of ucf101-24 

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Spatio-temporal Human Action Localisation and Instance Segmentation in Temporally Untrimmed Videos


Aug 06, 2017
Suman Saha, Gurkirt Singh, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin

* Typos corrected 

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Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos


Aug 04, 2016
Suman Saha, Gurkirt Singh, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin

* Accepted by British Machine Vision Conference 2016 

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Untrimmed Video Classification for Activity Detection: submission to ActivityNet Challenge


Jul 12, 2016
Gurkirt Singh, Fabio Cuzzolin

* 3 pages, Presented at ActivityNet Large Scale Activity Recognition Challenge workshop at CVPR 2016, Second position in ActivityNet Detection challenge 2016 

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